Modeli zilizolinganishwa

Ulinganisho wa benchmark GLM 5.3 Flash (max) vs DeepSeek V4 Flash 0731 (high) vs Qwen3.8 27B (high) vs GLM 5.3 (high): GLM 5.3 Flash (max) inaongoza kwenye Alama kwa 8.7. GLM 5.3 Flash (max) inaongoza kwenye Uaminifu kwa 10.0. DeepSeek V4 Flash 0731 (high) ina Jumla ya gharama ya chini zaidi kwa $0.058. GLM 5.3 (high) ndiyo ya haraka zaidi kwa 27.82s.

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-08-26

Nafasi: #29
Jumla ya tokeni za matokeo: 204,340
Muda wa majibu (wastani): 52.10s
Jumla ya gharama: $0.059

Nafasi: #55
Jumla ya tokeni za matokeo: 513,307
Muda wa majibu (wastani): 114.94s
Jumla ya gharama: $0.058

Nafasi: #43
Jumla ya tokeni za matokeo: 656,635
Muda wa majibu (wastani): 167.89s
Jumla ya gharama: ~$0.287

Nafasi: #100
Jumla ya tokeni za matokeo: 63,667
Muda wa majibu (wastani): 27.82s
Jumla ya gharama: $0.403

Muundo unaopendekezwa GLM 5.3 Flash (max)

It has the best score here (8.7), while costing about 4.3x less than miundo mingine katika ulinganisho huu.

Ulinganisho wa kina

Kipimo	GLM 5.3 Flash GLM 5.3 Flash max Toleo: 2026-08-26	DeepSeek V4 Flash 0731 DeepSeek V4 Flash 0731 high Toleo: 2026-08-01	Qwen3.8 27B Qwen3.8 27B high Toleo: 2026-08-14	GLM 5.3 GLM 5.3 high Toleo: 2026-08-20

Kipimo	GLM 5.3 Flash GLM 5.3 Flash max Toleo: 2026-08-26	DeepSeek V4 Flash 0731 DeepSeek V4 Flash 0731 high Toleo: 2026-08-01	Qwen3.8 27B Qwen3.8 27B high Toleo: 2026-08-14	GLM 5.3 GLM 5.3 high Toleo: 2026-08-20
Alama	8.7	8.0	8.4	7.3
Nafasi	#29	#55	#43	#100
Uaminifu	10.0	10.0	9.6	10.0
Uthabiti	8.9	8.0	9.2	7.5
Majaribio	66/66	66/66	66/66	66/66
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	81.8%	75.8%	77.3%	74.2%
Majaribio yasiyo thabiti	3	5	2	7
Jumla ya uendeshaji	66	66	66	66
Gharama kwa matokeo	0.365	0.956	~1.792	3.099
Jumla ya gharama	$0.059	$0.058	~$0.287	$0.403
Bei ya ingizo	$0.075 / 1M	$0.060 / 1M	Haipo	$1.400 / 1M
Bei ya toleo	$0.250 / 1M	$0.120 / 1M	Haipo	$4.400 / 1M
Jumla ya tokeni za ingizo	96,873	96,702	100,179	87,601
Tokeni za matokeo	7,637	16,966	904	6,006
Tokeni za hoja	196,703	496,341	655,731	57,661
Muda wa majibu (wastani)	52.10s	114.94s	167.89s	27.82s
Muda wa majibu (upeo)	333.47s	600.61s	640.85s	159.91s
Muda wa majibu (jumla)	1146.24s	2528.65s	3693.54s	612.06s
Vigezo	320B jumla (18B vinavyotumika)	284B jumla (13B vinavyotumika)	27.3B	744B jumla (40B vinavyotumika)
Upatikanaji	Chanzo huria	Imefungwa	Uzani unapatikana	Imefungwa

Onyesho la kizazi cha modeli

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#29 GLM 5.3 Flash

max

Gharama: $0.005
Muda: 296.5s
Tokeni: 16,250 tok

#55 DeepSeek V4 Flash 0731

high

SVG batili

Gharama: $0.000
Muda: 187.3s
Tokeni: 19,048 tok

#43 Qwen3.8 27B

high

Gharama: ~$0.008
Muda: 270.1s
Tokeni: 18,963 tok

#100 GLM 5.3

high

Gharama: $0.085
Muda: 362.5s
Tokeni: 19,310 tok

Modeli bora kwa alama

Alama dhidi ya gharama ya jumla

Muda wa majibu (wastani)

Alama vs Muda wa majibu (wastani)

Jumla ya tokeni za matokeo

Alama vs Jumla ya tokeni za matokeo

Mgawanyo wa kategoria

Kategoria:

Mbinu za kupinga AI	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GLM 5.3 Flash	10.0	10.0	100.0%	0	4.15s	639	280	1,909
DeepSeek V4 Flash 0731	8.7	7.9	91.7%	1	13.62s	1,488	542	10,576
Qwen3.8 27B	10.0	10.0	100.0%	0	8.10s	1,128	114	5,319
GLM 5.3	10.0	10.0	100.0%	0	3.72s	639	237	481

Uandishi wa msimbo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GLM 5.3 Flash	10.0	10.0	100.0%	0	43.37s	7,317	381	23,692
DeepSeek V4 Flash 0731	6.3	6.3	55.6%	1	252.67s	7,044	2,160	191,210
Qwen3.8 27B	8.1	7.0	88.9%	1	248.62s	8,235	346	143,335
GLM 5.3	6.6	5.0	66.7%	2	18.89s	7,317	473	8,190

Mchanganyiko	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GLM 5.3 Flash	7.3	5.8	83.3%	1	138.66s	72,093	5,223	43,858
DeepSeek V4 Flash 0731	10.0	10.0	100.0%	0	87.10s	67,283	11,903	41,397
Qwen3.8 27B	10.0	10.0	100.0%	0	185.57s	68,997	66	72,556
GLM 5.3	6.4	5.8	66.7%	1	63.96s	62,821	3,936	12,203

Uchanganuzi na uchimbaji wa data	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GLM 5.3 Flash	10.0	10.0	100.0%	6.10s	7,149	222	2,002
DeepSeek V4 Flash 0731	10.0	10.0	100.0%	3.65s	7,764	336	1,259
Qwen3.8 27B	10.0	10.0	100.0%	34.85s	9,675	123	10,320
GLM 5.3	10.0	10.0	100.0%	3.55s	7,149	210	189

Mahususi kwa domeni	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GLM 5.3 Flash	3.6	7.2	22.2%	1	203.29s	759	311	114,989
DeepSeek V4 Flash 0731	3.5	4.4	33.3%	2	458.65s	700	104	215,629
Qwen3.8 27B	5.3	10.0	33.3%	0	526.74s	975	6	234,555
GLM 5.3	2.9	4.4	22.2%	2	112.33s	759	238	33,423

Akili ya jumla	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GLM 5.3 Flash	10.0	10.0	100.0%	0	10.02s	498	212	1,118
DeepSeek V4 Flash 0731	10.0	10.0	100.0%	0	5.64s	708	72	533
Qwen3.8 27B	5.0	10.0	0.0%	0	8.45s	630	63	1,191
GLM 5.3	6.1	3.1	66.7%	1	8.00s	498	192	407

Ufuataji wa maagizo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GLM 5.3 Flash	9.8	10.0	100.0%	3.65s	678	72	972
DeepSeek V4 Flash 0731	9.8	10.0	100.0%	4.46s	1,101	119	939
Qwen3.8 27B	9.8	10.0	100.0%	8.24s	927	42	2,871
GLM 5.3	9.8	10.0	100.0%	3.62s	678	72	182

Utatuzi wa mafumbo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GLM 5.3 Flash	8.7	7.7	88.9%	1	5.61s	672	466	1,677
DeepSeek V4 Flash 0731	8.2	7.7	77.8%	1	9.36s	1,305	397	6,801
Qwen3.8 27B	7.6	7.2	77.8%	1	199.90s	1,038	120	138,427
GLM 5.3	8.2	7.2	88.9%	1	4.74s	672	332	452

Mwito wa zana	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GLM 5.3 Flash	10.0	10.0	100.0%	19.24s	6,861	231	640
DeepSeek V4 Flash 0731	10.0	10.0	100.0%	5.42s	8,889	357	451
Qwen3.8 27B	10.0	10.0	100.0%	5.62s	8,256	21	912
GLM 5.3	10.0	10.0	100.0%	17.05s	6,861	231	91

Maarifa ya jumla	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
GLM 5.3 Flash	3.0	10.0	0.0%	46.77s	207	239	5,846
DeepSeek V4 Flash 0731	3.0	10.0	0.0%	110.63s	420	976	27,546
Qwen3.8 27B	3.0	10.0	0.0%	263.98s	318	3	46,245
GLM 5.3	3.0	10.0	0.0%	21.98s	207	85	2,043

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

Claude Sonnet 4.6nonevsGLM 5.3high GPT-5.2mediumvsQwen3.8 27Bhigh Gemini 3.6 FlashlowvsGLM 5.3 Flashmax KAT-Coder-Pro V2.5lowvsGLM 5.3high Seed 2.1 TurbomediumvsQwen3.8 27Bhigh Claude Opus 4.7mediumvsGLM 5.3 Flashmax Qwen3.8 27BhighvsGrok 4.5low Claude Opus 5lowvsGLM 5.3 Flashmax Claude Opus 4.8mediumvsGLM 5.3 Flashmax Gemini 3 Flash PreviewlowvsGLM 5.3high Grok 4.6lowvsGLM 5.3high Gemini 3.5 Flash LitehighvsGLM 5.3 Flashmax